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@natemcmaster
Created March 28, 2015 23:33
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Use the 2014.arff to test and all_season_games_plus_kenpom.arff for training (drop wscore and lscore)

=== Run information ===
Scheme:weka.classifiers.functions.MultilayerPerceptron -L 0.05 -M 0.9 -N 500 -V 20 -S 0 -E 20 -H i
Relation: kenpom_and_season_games-weka.filters.unsupervised.attribute.Remove-R1-2
Instances: 59507
Attributes: 29
diff
w_tempo
w_ranktempo
w_adjtempo
w_rankadjtempo
w_oe
w_rankoe
w_adjoe
w_rankadjoe
w_de
w_rankde
w_adjde
w_rankadjde
w_pythag
w_rankpythag
l_tempo
l_ranktempo
l_adjtempo
l_rankadjtempo
l_oe
l_rankoe
l_adjoe
l_rankadjoe
l_de
l_rankde
l_adjde
l_rankadjde
l_pythag
l_rankpythag
Test mode:user supplied test set: size unknown (reading incrementally)
=== Classifier model (full training set) ===
Linear Node 0
Inputs Weights
Threshold -0.18021361894885618
Node 1 -2.7708861947653793
Node 2 -2.527135105984136
Node 3 -2.668988695818652
Node 4 -0.6162635760441991
Node 5 -2.7850045704402615
Node 6 -2.7416865646023445
Node 7 -2.475585564504134
Node 8 -2.194385356999638
Node 9 -2.6571128053023343
Node 10 -2.751907998962778
Node 11 -2.4716933949635074
Node 12 -2.7800752862382585
Node 13 -2.788336292687275
Node 14 -2.242587860979312
Node 15 -2.7755017202315324
Node 16 -2.542333609038329
Node 17 -0.8503157973255363
Node 18 -2.7523478772061347
Node 19 -2.736117781885573
Node 20 -2.7946342875713075
Node 21 -2.689117687750858
Node 22 -2.6206163078571403
Node 23 -2.626495144028083
Node 24 -2.7906933558216487
Node 25 -2.7906745984891863
Node 26 -2.505094977894698
Node 27 -2.7300766702592583
Node 28 -2.743210029506561
Sigmoid Node 1
Inputs Weights
Threshold -5.027323190086841
Attrib w_tempo -0.5397574751612492
Attrib w_ranktempo -0.3071902373383082
Attrib w_adjtempo 0.9382025146045084
Attrib w_rankadjtempo 0.5308841782757601
Attrib w_oe 1.0322199910272052
Attrib w_rankoe 0.25486911575762383
Attrib w_adjoe -0.39722824761433145
Attrib w_rankadjoe 0.2728380341074991
Attrib w_de 0.5446775038583507
Attrib w_rankde -0.294605240086319
Attrib w_adjde -0.04640557988465718
Attrib w_rankadjde -0.2586445452909262
Attrib w_pythag -2.7127890221020956
Attrib w_rankpythag -1.74365824542724
Attrib l_tempo -0.2945174864717777
Attrib l_ranktempo -0.2137405940313235
Attrib l_adjtempo -0.23133194142879657
Attrib l_rankadjtempo -0.03584743669642466
Attrib l_oe 0.48928786926537576
Attrib l_rankoe 0.2523141588002409
Attrib l_adjoe 1.2702833493652468
Attrib l_rankadjoe -0.1516648316363886
Attrib l_de 0.315047319005997
Attrib l_rankde -0.13771585171497863
Attrib l_adjde -1.6305939294118648
Attrib l_rankadjde 0.14505890172439295
Attrib l_pythag -0.7593670974172176
Attrib l_rankpythag 0.3484200366674585
Sigmoid Node 2
Inputs Weights
Threshold -4.846068082397211
Attrib w_tempo 0.9652347154516463
Attrib w_ranktempo 0.5936299421600827
Attrib w_adjtempo -1.7012543380783183
Attrib w_rankadjtempo -0.8865964011615768
Attrib w_oe 0.06948884994989606
Attrib w_rankoe 0.9955819445062747
Attrib w_adjoe -2.978075873802395
Attrib w_rankadjoe -1.477092869165356
Attrib w_de -1.1254864603807142
Attrib w_rankde -0.02959591112287499
Attrib w_adjde 1.5096428933266688
Attrib w_rankadjde 1.2806405678048556
Attrib w_pythag 2.4628459928352537
Attrib w_rankpythag 0.3724146235040701
Attrib l_tempo -0.01573999095247396
Attrib l_ranktempo 0.44554497662606185
Attrib l_adjtempo 0.018358050159575694
Attrib l_rankadjtempo -0.24782476212333526
Attrib l_oe 1.6882375303194868
Attrib l_rankoe 0.4468040956641005
Attrib l_adjoe -1.059284662492972
Attrib l_rankadjoe -0.16632727531769673
Attrib l_de 0.3159638513939639
Attrib l_rankde 0.03370741213612383
Attrib l_adjde 0.4126165712740604
Attrib l_rankadjde -0.6559984386318038
Attrib l_pythag -1.6720561078978262
Attrib l_rankpythag -1.7620706594470708
Sigmoid Node 3
Inputs Weights
Threshold -4.7983400663957285
Attrib w_tempo -0.36175616942916267
Attrib w_ranktempo -0.5105576027398611
Attrib w_adjtempo -0.9718821874261907
Attrib w_rankadjtempo -0.17799563580724134
Attrib w_oe -0.014536811956208115
Attrib w_rankoe 0.6719907899222749
Attrib w_adjoe -1.438383596743154
Attrib w_rankadjoe -0.40844056837553855
Attrib w_de -0.34765343968227896
Attrib w_rankde -0.4464337511443682
Attrib w_adjde 0.7171848005940865
Attrib w_rankadjde 1.2317414129360231
Attrib w_pythag 0.17293434671302793
Attrib w_rankpythag -1.3212336488449907
Attrib l_tempo 0.2811223815633663
Attrib l_ranktempo -0.005018552707071314
Attrib l_adjtempo 0.6833043745213118
Attrib l_rankadjtempo 0.6113985568202872
Attrib l_oe 0.8189040285503668
Attrib l_rankoe 0.12478817952241564
Attrib l_adjoe -0.32819314260579674
Attrib l_rankadjoe 0.2055400504259546
Attrib l_de 0.09447007464299889
Attrib l_rankde 0.09442343780549285
Attrib l_adjde -0.3280965455866013
Attrib l_rankadjde -0.09984246026267454
Attrib l_pythag -1.1750733894530205
Attrib l_rankpythag -1.6171420926005757
Sigmoid Node 4
Inputs Weights
Threshold -12.253204858942517
Attrib w_tempo -0.9715699818054637
Attrib w_ranktempo 0.3172062013732416
Attrib w_adjtempo 0.8688698679246613
Attrib w_rankadjtempo -0.17545557574188622
Attrib w_oe -2.0646798517521496
Attrib w_rankoe 0.41921124255434833
Attrib w_adjoe 1.5848301325360903
Attrib w_rankadjoe -2.2119474801192904
Attrib w_de 2.399259324420826
Attrib w_rankde -1.1344853047794767
Attrib w_adjde -1.8590663781847623
Attrib w_rankadjde 1.2976240576949605
Attrib w_pythag 6.3346623963370545
Attrib w_rankpythag -2.220947953144835
Attrib l_tempo 0.530019860911106
Attrib l_ranktempo -0.1749425313303461
Attrib l_adjtempo 0.2051392778606726
Attrib l_rankadjtempo 0.2554729349707974
Attrib l_oe -2.7820963354312
Attrib l_rankoe -1.7735604356974783
Attrib l_adjoe -5.1925902790690275
Attrib l_rankadjoe 0.22048245097572824
Attrib l_de -0.7633215812927493
Attrib l_rankde 0.058195740502924344
Attrib l_adjde 6.623785442647758
Attrib l_rankadjde -0.6626417263989779
Attrib l_pythag 9.452233456432916
Attrib l_rankpythag 0.8327944250649851
Sigmoid Node 5
Inputs Weights
Threshold -4.855407474406172
Attrib w_tempo -0.3509526342423849
Attrib w_ranktempo -0.11700383765111354
Attrib w_adjtempo 0.7372836995163542
Attrib w_rankadjtempo 0.3488188800271344
Attrib w_oe 0.7402948265868207
Attrib w_rankoe 0.11969016331781124
Attrib w_adjoe -1.1500299941805212
Attrib w_rankadjoe 0.19320818569494952
Attrib w_de 0.3592538122197662
Attrib w_rankde -0.2327999840925839
Attrib w_adjde 0.5801951941067416
Attrib w_rankadjde -0.2135315457579628
Attrib w_pythag -1.002047515565679
Attrib w_rankpythag -0.8457452950978588
Attrib l_tempo -0.42996527211433205
Attrib l_ranktempo -0.252689206406088
Attrib l_adjtempo 0.10465200262598565
Attrib l_rankadjtempo 0.12072308109437986
Attrib l_oe 0.7749891324668176
Attrib l_rankoe 0.45694259088080474
Attrib l_adjoe 0.7569836775926059
Attrib l_rankadjoe -0.1699936091736997
Attrib l_de 0.05119292529289038
Attrib l_rankde 0.03856445826289187
Attrib l_adjde -1.2705305331455488
Attrib l_rankadjde 0.1808682815208225
Attrib l_pythag -1.370867266640267
Attrib l_rankpythag -0.7743797672544785
Sigmoid Node 6
Inputs Weights
Threshold -4.662790247113264
Attrib w_tempo 0.20182245347501832
Attrib w_ranktempo 0.5418362249464559
Attrib w_adjtempo 0.16072638914095852
Attrib w_rankadjtempo -0.3049914302411584
Attrib w_oe -0.09782292584477585
Attrib w_rankoe -0.39517203028266007
Attrib w_adjoe -2.1389506928349533
Attrib w_rankadjoe 0.1592238444804918
Attrib w_de 0.1749973569543381
Attrib w_rankde -0.25282489095091004
Attrib w_adjde 1.4223974573485505
Attrib w_rankadjde 0.1629544766651477
Attrib w_pythag 1.795689645229935
Attrib w_rankpythag 0.5620096201164282
Attrib l_tempo -0.5803236920302915
Attrib l_ranktempo 0.0069982863848800205
Attrib l_adjtempo 0.3783232033486893
Attrib l_rankadjtempo -0.09604467378536696
Attrib l_oe 0.9034191096953683
Attrib l_rankoe 0.3835881666387986
Attrib l_adjoe 0.17491829380884652
Attrib l_rankadjoe -0.0019075046630674293
Attrib l_de -0.2548572803391372
Attrib l_rankde 0.15299878913047577
Attrib l_adjde -0.1781859031299516
Attrib l_rankadjde -0.04359341829450043
Attrib l_pythag -1.831286703523755
Attrib l_rankpythag -1.8920226506426303
Sigmoid Node 7
Inputs Weights
Threshold -5.591202513989166
Attrib w_tempo -0.14881211820003498
Attrib w_ranktempo 0.36568974283914696
Attrib w_adjtempo -0.005339774870934071
Attrib w_rankadjtempo -0.2596059140688367
Attrib w_oe 1.2776223203121146
Attrib w_rankoe 1.6446536162192475
Attrib w_adjoe -1.0800662224993103
Attrib w_rankadjoe -0.6043729207993568
Attrib w_de -1.9955473351810127
Attrib w_rankde 0.7106377885750239
Attrib w_adjde 1.7742706379239348
Attrib w_rankadjde -0.5589344439771756
Attrib w_pythag -2.132197422487988
Attrib w_rankpythag -2.2763852874374253
Attrib l_tempo 0.85340516025169
Attrib l_ranktempo 1.2151975447548315
Attrib l_adjtempo -0.262963800288575
Attrib l_rankadjtempo -0.2642692813091037
Attrib l_oe -0.16733277646119377
Attrib l_rankoe 1.2412497063360224
Attrib l_adjoe 3.317327726228286
Attrib l_rankadjoe -0.42304470047079235
Attrib l_de -1.0417670516027446
Attrib l_rankde 0.632536589892935
Attrib l_adjde -0.03572302468889417
Attrib l_rankadjde -1.5828055423223353
Attrib l_pythag -1.1251125778618984
Attrib l_rankpythag 1.059742265069164
Sigmoid Node 8
Inputs Weights
Threshold -5.498341944417677
Attrib w_tempo -0.7464252770113373
Attrib w_ranktempo -0.7456352244384369
Attrib w_adjtempo 0.467334487327748
Attrib w_rankadjtempo 0.008565480599602585
Attrib w_oe -1.130372167933682
Attrib w_rankoe -1.1541029643554341
Attrib w_adjoe -4.129568231280736
Attrib w_rankadjoe 0.9942927141845741
Attrib w_de -0.29656551379216844
Attrib w_rankde 1.682058497305114
Attrib w_adjde 3.503454778809756
Attrib w_rankadjde -0.9629464422667142
Attrib w_pythag 8.316544534018961
Attrib w_rankpythag 3.6452911533957724
Attrib l_tempo 1.4188167453902076
Attrib l_ranktempo -0.1773426711061503
Attrib l_adjtempo -2.4346263538808044
Attrib l_rankadjtempo -0.21027593476374717
Attrib l_oe 1.8005753508214957
Attrib l_rankoe 0.3809160319117094
Attrib l_adjoe -3.4092020394370084
Attrib l_rankadjoe 0.7238941646838
Attrib l_de -1.1532093451415022
Attrib l_rankde 1.9095010147181903
Attrib l_adjde 2.9575330827433475
Attrib l_rankadjde -1.9385849808060158
Attrib l_pythag 0.5767709330283176
Attrib l_rankpythag -2.507941834864347
Sigmoid Node 9
Inputs Weights
Threshold -6.070518149135161
Attrib w_tempo 0.7453114590436007
Attrib w_ranktempo 0.5905809118115458
Attrib w_adjtempo -0.19450133941649633
Attrib w_rankadjtempo -0.6627892531498265
Attrib w_oe 2.2594638388814814
Attrib w_rankoe 1.4093071189690343
Attrib w_adjoe 0.41065108325887206
Attrib w_rankadjoe -0.9163963548678999
Attrib w_de -1.3592044722470666
Attrib w_rankde 2.0933938642177132
Attrib w_adjde -2.887625287480474
Attrib w_rankadjde 0.1973485895654827
Attrib w_pythag -4.0613176892972565
Attrib w_rankpythag -1.7794399899803863
Attrib l_tempo -0.7168659731742428
Attrib l_ranktempo -1.2072495927238658
Attrib l_adjtempo -0.11519366033362649
Attrib l_rankadjtempo 0.8627596688743181
Attrib l_oe 0.867619553917715
Attrib l_rankoe 0.3041593404034944
Attrib l_adjoe 4.95839454285434
Attrib l_rankadjoe 1.2400362720571865
Attrib l_de 2.477299756892632
Attrib l_rankde -1.11078998950362
Attrib l_adjde -4.608736441462866
Attrib l_rankadjde 0.8474353412650133
Attrib l_pythag -1.0459541654874196
Attrib l_rankpythag 1.4244179136244646
Sigmoid Node 10
Inputs Weights
Threshold -4.874466473262083
Attrib w_tempo -0.23059002241125906
Attrib w_ranktempo -0.29303423638800097
Attrib w_adjtempo 0.5722306234018448
Attrib w_rankadjtempo 0.5212886349121163
Attrib w_oe 0.6179215052306657
Attrib w_rankoe 0.10107830019578512
Attrib w_adjoe -1.0263708278638115
Attrib w_rankadjoe 0.17948647756517636
Attrib w_de 0.37606453901172715
Attrib w_rankde -0.38336230487038514
Attrib w_adjde 0.5900662452647554
Attrib w_rankadjde -0.07952741621896221
Attrib w_pythag -1.128090548717028
Attrib w_rankpythag -0.9332051360122408
Attrib l_tempo -0.40689912655651556
Attrib l_ranktempo -0.3560761334427829
Attrib l_adjtempo -0.008735355150639964
Attrib l_rankadjtempo 0.14477896907757856
Attrib l_oe 0.866467418402469
Attrib l_rankoe 0.4601387205354966
Attrib l_adjoe 0.4394943647137861
Attrib l_rankadjoe -0.19530350995035223
Attrib l_de -0.06425694860630228
Attrib l_rankde 0.08157683922251535
Attrib l_adjde -1.0370834371245936
Attrib l_rankadjde 0.10493557050145855
Attrib l_pythag -0.9710118838543473
Attrib l_rankpythag -0.5499386583980235
Sigmoid Node 11
Inputs Weights
Threshold -5.724763077084418
Attrib w_tempo -2.2681320476315805
Attrib w_ranktempo -0.6181881964407714
Attrib w_adjtempo 1.9342619983709113
Attrib w_rankadjtempo 0.7502772622210733
Attrib w_oe 0.9070641295514696
Attrib w_rankoe 0.2753578071606612
Attrib w_adjoe 0.23291704373034344
Attrib w_rankadjoe 0.4960928919774103
Attrib w_de 0.5303364184442702
Attrib w_rankde -0.1081308171235687
Attrib w_adjde -0.2511460366374672
Attrib w_rankadjde -0.533795051405161
Attrib w_pythag -4.902261990842647
Attrib w_rankpythag -3.519590528973198
Attrib l_tempo -1.3623119063245273
Attrib l_ranktempo 0.1169543163238423
Attrib l_adjtempo -0.6044558351612075
Attrib l_rankadjtempo -0.9366317723542863
Attrib l_oe -0.31588847684244425
Attrib l_rankoe -0.028318732119172393
Attrib l_adjoe 1.5106687752154515
Attrib l_rankadjoe -1.0911319041451348
Attrib l_de -0.7580280985064042
Attrib l_rankde 0.3758613243234805
Attrib l_adjde -2.8389475879165706
Attrib l_rankadjde 0.7979242904384166
Attrib l_pythag -0.5137158117347684
Attrib l_rankpythag 1.4831090021370654
Sigmoid Node 12
Inputs Weights
Threshold -4.683816739245113
Attrib w_tempo -0.05281448847797118
Attrib w_ranktempo 0.10620163824878817
Attrib w_adjtempo 0.1143099136407735
Attrib w_rankadjtempo -0.03141055779323277
Attrib w_oe 0.1325577203865973
Attrib w_rankoe -0.11732557059179019
Attrib w_adjoe -1.7023168365504644
Attrib w_rankadjoe 0.13112545883406973
Attrib w_de 0.23903410373224496
Attrib w_rankde -0.3366222660764464
Attrib w_adjde 0.9823047216259587
Attrib w_rankadjde 0.2784594461323627
Attrib w_pythag 0.7121937039815875
Attrib w_rankpythag -0.16057725102329157
Attrib l_tempo -0.3792123646703846
Attrib l_ranktempo -0.1400422871844537
Attrib l_adjtempo 0.5093172313763169
Attrib l_rankadjtempo 0.21944509762182304
Attrib l_oe 0.8863447151442806
Attrib l_rankoe 0.3825160326929032
Attrib l_adjoe 0.2328071455396403
Attrib l_rankadjoe -0.025761258923756813
Attrib l_de -0.09994534335588481
Attrib l_rankde 0.12800182535159377
Attrib l_adjde -0.5691214871774504
Attrib l_rankadjde 0.02083134240848772
Attrib l_pythag -1.5737185019398452
Attrib l_rankpythag -1.5249259967477253
Sigmoid Node 13
Inputs Weights
Threshold -4.986630680517327
Attrib w_tempo -0.4853314253027785
Attrib w_ranktempo -0.3166043631565189
Attrib w_adjtempo 0.7645118698800731
Attrib w_rankadjtempo 0.47761058685960117
Attrib w_oe 0.9206025887210474
Attrib w_rankoe 0.241708210988547
Attrib w_adjoe -0.45218033969689647
Attrib w_rankadjoe 0.2438631252048579
Attrib w_de 0.5415529430547155
Attrib w_rankde -0.32921259273175896
Attrib w_adjde -0.06932556039195183
Attrib w_rankadjde -0.12413761422459706
Attrib w_pythag -2.6238301606580188
Attrib w_rankpythag -1.802229180654075
Attrib l_tempo -0.29576582791047257
Attrib l_ranktempo -0.22355168950718438
Attrib l_adjtempo -0.08483048342788484
Attrib l_rankadjtempo 0.050048613152203505
Attrib l_oe 0.5435488085947356
Attrib l_rankoe 0.2748660898961333
Attrib l_adjoe 1.1111808014574103
Attrib l_rankadjoe -0.13818586200023722
Attrib l_de 0.26858814286933863
Attrib l_rankde -0.0891815367683607
Attrib l_adjde -1.5048067266011766
Attrib l_rankadjde 0.11049086591265782
Attrib l_pythag -0.6899485624637869
Attrib l_rankpythag 0.2673675215264888
Sigmoid Node 14
Inputs Weights
Threshold -5.761207346951356
Attrib w_tempo -1.6085316716081939
Attrib w_ranktempo -1.7687107535257793
Attrib w_adjtempo 0.34854415760035223
Attrib w_rankadjtempo 1.0096257800718385
Attrib w_oe -1.6552775003917757
Attrib w_rankoe 0.04477620912131375
Attrib w_adjoe -3.5130746389366028
Attrib w_rankadjoe -0.27007462626258794
Attrib w_de -0.4902189561767017
Attrib w_rankde 0.0871452800288535
Attrib w_adjde 4.723655585576755
Attrib w_rankadjde -0.5313476544754706
Attrib w_pythag 6.883180912742294
Attrib w_rankpythag 2.7909453282182346
Attrib l_tempo -0.38923189322626023
Attrib l_ranktempo -0.7118646724854952
Attrib l_adjtempo -0.7723302883754807
Attrib l_rankadjtempo 0.2771046271008482
Attrib l_oe 0.19870749218592848
Attrib l_rankoe 1.2647896248338246
Attrib l_adjoe -3.2914675656400147
Attrib l_rankadjoe -1.5368400883926858
Attrib l_de 0.6582381748363229
Attrib l_rankde -0.9202235113938088
Attrib l_adjde 1.1238864199269876
Attrib l_rankadjde 1.6390168072513693
Attrib l_pythag -0.5462784338999859
Attrib l_rankpythag -4.084831603664602
Sigmoid Node 15
Inputs Weights
Threshold -4.785113225039667
Attrib w_tempo -0.2147866146200431
Attrib w_ranktempo -0.09010091708127803
Attrib w_adjtempo 0.37748594067965646
Attrib w_rankadjtempo 0.21770356651268327
Attrib w_oe 0.46748012770503244
Attrib w_rankoe 0.04538863089608409
Attrib w_adjoe -1.166868073925114
Attrib w_rankadjoe 0.18859357343012623
Attrib w_de 0.30633115888375867
Attrib w_rankde -0.29288809039795227
Attrib w_adjde 0.6117896662386337
Attrib w_rankadjde 0.013883837781762033
Attrib w_pythag -0.6418862280473144
Attrib w_rankpythag -0.7621379246210384
Attrib l_tempo -0.3176063375754267
Attrib l_ranktempo -0.19989936726894345
Attrib l_adjtempo 0.21692698656256537
Attrib l_rankadjtempo 0.1766811086172932
Attrib l_oe 0.7479313429177827
Attrib l_rankoe 0.3854369970445273
Attrib l_adjoe 0.5313434350374271
Attrib l_rankadjoe -0.10576366047364212
Attrib l_de -0.031206266161798384
Attrib l_rankde 0.0992494547434494
Attrib l_adjde -0.9840839206321337
Attrib l_rankadjde 0.10099112070816434
Attrib l_pythag -1.0511090399189331
Attrib l_rankpythag -0.7127104167030769
Sigmoid Node 16
Inputs Weights
Threshold -4.303132816499271
Attrib w_tempo 1.3620445973243862
Attrib w_ranktempo 0.8215578388807528
Attrib w_adjtempo 0.4108005112014455
Attrib w_rankadjtempo 0.0980356824429747
Attrib w_oe 0.35106541220186105
Attrib w_rankoe 0.7270336677908557
Attrib w_adjoe -4.723549784707494
Attrib w_rankadjoe -1.757430483439864
Attrib w_de -1.5026840994066446
Attrib w_rankde 1.6449928418781856
Attrib w_adjde 2.3484089082308333
Attrib w_rankadjde -0.8388386114989169
Attrib w_pythag 2.879132182243323
Attrib w_rankpythag 0.9387712297667951
Attrib l_tempo -0.8204163939395799
Attrib l_ranktempo 1.0159244777350702
Attrib l_adjtempo 1.4906981530778174
Attrib l_rankadjtempo -0.3299989430383379
Attrib l_oe 0.7931334251168356
Attrib l_rankoe 0.9864365524278866
Attrib l_adjoe -1.7172164077120315
Attrib l_rankadjoe -3.2460056677254285
Attrib l_de 2.215247455031384
Attrib l_rankde -0.9493665621477586
Attrib l_adjde -3.0962880979401053
Attrib l_rankadjde 1.340427990823145
Attrib l_pythag -0.8268544865980662
Attrib l_rankpythag 0.5889802777870482
Sigmoid Node 17
Inputs Weights
Threshold -12.177888569474211
Attrib w_tempo -1.7430717339171564
Attrib w_ranktempo -0.9873582585484457
Attrib w_adjtempo 1.3451677982721213
Attrib w_rankadjtempo 1.0387858334167885
Attrib w_oe -0.8033823695927866
Attrib w_rankoe 0.39115356192343054
Attrib w_adjoe 10.609779911988518
Attrib w_rankadjoe -1.4826117171702597
Attrib w_de -2.0432857168214063
Attrib w_rankde 1.1023719824780602
Attrib w_adjde -5.734481385846834
Attrib w_rankadjde -0.7354315193331976
Attrib w_pythag -8.231812625896673
Attrib w_rankpythag 3.335839474828587
Attrib l_tempo -0.2555987493149599
Attrib l_ranktempo -0.9470491096609891
Attrib l_adjtempo -0.11654064903220385
Attrib l_rankadjtempo 0.7791868851719715
Attrib l_oe -0.6154205743284903
Attrib l_rankoe -1.1669394941751423
Attrib l_adjoe 2.0809459069409653
Attrib l_rankadjoe 0.1763227358660915
Attrib l_de -1.843341136280076
Attrib l_rankde 0.6813776625903211
Attrib l_adjde -0.7021714423785597
Attrib l_rankadjde 0.25119490206938966
Attrib l_pythag -5.367536020815435
Attrib l_rankpythag 4.624124688204114
Sigmoid Node 18
Inputs Weights
Threshold -4.670604489665302
Attrib w_tempo -0.13341737552782956
Attrib w_ranktempo -0.10754102271331537
Attrib w_adjtempo -0.2346123169248487
Attrib w_rankadjtempo -0.04852532448498634
Attrib w_oe 0.03884071902546296
Attrib w_rankoe 0.037331406668760794
Attrib w_adjoe -1.5611518958629584
Attrib w_rankadjoe 0.0450909834465692
Attrib w_de 0.14874233828522077
Attrib w_rankde -0.41526143957530703
Attrib w_adjde 0.8158127722622701
Attrib w_rankadjde 0.6107483115000558
Attrib w_pythag 0.5198868731517843
Attrib w_rankpythag -0.5156495519583437
Attrib l_tempo -0.21210734001773882
Attrib l_ranktempo -0.15845550277306997
Attrib l_adjtempo 0.7037905345858354
Attrib l_rankadjtempo 0.42178072699060076
Attrib l_oe 0.805759470009816
Attrib l_rankoe 0.2835825079849608
Attrib l_adjoe 0.13008229459544537
Attrib l_rankadjoe 0.06279310185520538
Attrib l_de -0.00606509335160513
Attrib l_rankde 0.10321580058992856
Attrib l_adjde -0.5548022194757462
Attrib l_rankadjde 0.01821499948998053
Attrib l_pythag -1.374631349579679
Attrib l_rankpythag -1.4880409243197286
Sigmoid Node 19
Inputs Weights
Threshold -4.618497794334837
Attrib w_tempo 0.20915004117810246
Attrib w_ranktempo 0.41652875434707665
Attrib w_adjtempo -0.05470838634613063
Attrib w_rankadjtempo -0.2894631586724699
Attrib w_oe -0.1707863883747555
Attrib w_rankoe -0.3492795255000713
Attrib w_adjoe -2.102493703861967
Attrib w_rankadjoe 0.14392261655690153
Attrib w_de 0.17362211404300437
Attrib w_rankde -0.3451077885938241
Attrib w_adjde 1.372393949749584
Attrib w_rankadjde 0.36482809883168726
Attrib w_pythag 1.8899507108831937
Attrib w_rankpythag 0.5049725023072966
Attrib l_tempo -0.469469099011841
Attrib l_ranktempo -0.04409555985070841
Attrib l_adjtempo 0.5478469871362008
Attrib l_rankadjtempo 0.07729398882779574
Attrib l_oe 0.9106519877528072
Attrib l_rankoe 0.3331057644612768
Attrib l_adjoe 0.0760971402630029
Attrib l_rankadjoe 0.06886303265044168
Attrib l_de -0.1700183831197057
Attrib l_rankde 0.12249711269293148
Attrib l_adjde -0.15496796627100437
Attrib l_rankadjde -0.050030116423391405
Attrib l_pythag -1.770461321276702
Attrib l_rankpythag -1.9446400929682968
Sigmoid Node 20
Inputs Weights
Threshold -5.007035696276853
Attrib w_tempo -0.9785125088205013
Attrib w_ranktempo 0.045594844697489936
Attrib w_adjtempo 0.22976918082423797
Attrib w_rankadjtempo -0.39062506166253824
Attrib w_oe 0.6521082324660704
Attrib w_rankoe 0.40064026475498205
Attrib w_adjoe -0.3992889126605945
Attrib w_rankadjoe 0.10680975946714279
Attrib w_de 0.20344384053733006
Attrib w_rankde -0.10459939906339306
Attrib w_adjde -0.22043070874089402
Attrib w_rankadjde 0.14983408296390233
Attrib w_pythag -2.390093364625254
Attrib w_rankpythag -1.940099640221236
Attrib l_tempo 0.24395658242311175
Attrib l_ranktempo 0.21412673502788707
Attrib l_adjtempo 0.031071590157932906
Attrib l_rankadjtempo 0.0689070681583108
Attrib l_oe 0.20155340076931527
Attrib l_rankoe 0.057033197936497936
Attrib l_adjoe 1.283426155719948
Attrib l_rankadjoe -0.0037998574766807767
Attrib l_de 0.39825843073890216
Attrib l_rankde -0.03932636234614537
Attrib l_adjde -1.5237651462854112
Attrib l_rankadjde 0.04782494509893061
Attrib l_pythag -0.28892346035836053
Attrib l_rankpythag 0.6282630012435457
Sigmoid Node 21
Inputs Weights
Threshold -5.207584499615598
Attrib w_tempo -1.2402075674434911
Attrib w_ranktempo -0.40974489145131165
Attrib w_adjtempo -0.33254152587963914
Attrib w_rankadjtempo -0.29931746393099273
Attrib w_oe 0.13723693547562416
Attrib w_rankoe -0.6857191172062689
Attrib w_adjoe 0.6990089129914308
Attrib w_rankadjoe 1.3350203748774125
Attrib w_de 2.1297047203899147
Attrib w_rankde -0.9610251858851957
Attrib w_adjde -1.7113729797767971
Attrib w_rankadjde 0.6103486784589871
Attrib w_pythag -2.404907497386643
Attrib w_rankpythag -1.6532653410120515
Attrib l_tempo -0.010693458968496822
Attrib l_ranktempo 0.45245785744909944
Attrib l_adjtempo 0.8746083487275458
Attrib l_rankadjtempo 0.04514540405580229
Attrib l_oe -0.7651425234972009
Attrib l_rankoe -0.5211169971327076
Attrib l_adjoe 2.5436094112404515
Attrib l_rankadjoe 0.3098746810161515
Attrib l_de 1.0745385640490501
Attrib l_rankde -0.6006951478069421
Attrib l_adjde -0.9145934570742381
Attrib l_rankadjde -0.2016636812867069
Attrib l_pythag 0.6933868614948124
Attrib l_rankpythag 2.0582496566775017
Sigmoid Node 22
Inputs Weights
Threshold -4.441783956818337
Attrib w_tempo -0.22918104403058728
Attrib w_ranktempo -0.28708723051198587
Attrib w_adjtempo -0.4594806451159217
Attrib w_rankadjtempo -0.06289500597423532
Attrib w_oe -0.6802382834984233
Attrib w_rankoe -0.34853905132511676
Attrib w_adjoe -1.4005855174287414
Attrib w_rankadjoe 0.3806548681093999
Attrib w_de 0.15075931521601835
Attrib w_rankde -0.6507264920691932
Attrib w_adjde 1.2326801369065963
Attrib w_rankadjde 0.8913612276875209
Attrib w_pythag 1.9523059936791263
Attrib w_rankpythag 0.2563166677620389
Attrib l_tempo -0.15433176524842254
Attrib l_ranktempo -0.22336441197164109
Attrib l_adjtempo 1.230282159787061
Attrib l_rankadjtempo 0.6947031816025805
Attrib l_oe 0.4363751760939109
Attrib l_rankoe -0.06892670139983435
Attrib l_adjoe -0.0847249098579534
Attrib l_rankadjoe 0.4078157436872852
Attrib l_de 0.259900114693838
Attrib l_rankde -0.11969281332867777
Attrib l_adjde -0.49675277930674777
Attrib l_rankadjde 0.2886480405147122
Attrib l_pythag -0.8371726244015248
Attrib l_rankpythag -1.6102251270997963
Sigmoid Node 23
Inputs Weights
Threshold -4.734536342613478
Attrib w_tempo 0.9655468654945686
Attrib w_ranktempo 1.1319861858710738
Attrib w_adjtempo -0.034638843596789815
Attrib w_rankadjtempo -0.654340358150227
Attrib w_oe -0.34384040043445013
Attrib w_rankoe -0.5212809371938297
Attrib w_adjoe -3.1612872015219096
Attrib w_rankadjoe -0.311839931895112
Attrib w_de -0.31277105672489586
Attrib w_rankde 0.03825460204042234
Attrib w_adjde 2.257972477750313
Attrib w_rankadjde 0.043529996669268614
Attrib w_pythag 3.373393859284216
Attrib w_rankpythag 1.565840669579617
Attrib l_tempo -0.8861172680213278
Attrib l_ranktempo 0.34934467650755174
Attrib l_adjtempo -0.09951677779711732
Attrib l_rankadjtempo -0.7831051231659656
Attrib l_oe 1.2569768066643283
Attrib l_rankoe 0.5450791614680307
Attrib l_adjoe -0.46350903726396664
Attrib l_rankadjoe -0.1176853146089018
Attrib l_de -0.36984979408046
Attrib l_rankde 0.16249491119067408
Attrib l_adjde 0.6888187829507806
Attrib l_rankadjde -0.28228727227305844
Attrib l_pythag -2.101584951932956
Attrib l_rankpythag -2.470698734096286
Sigmoid Node 24
Inputs Weights
Threshold -4.723385812456555
Attrib w_tempo 0.004604519820000224
Attrib w_ranktempo 0.1682980214603065
Attrib w_adjtempo 0.16601257485147353
Attrib w_rankadjtempo -0.03873602435357608
Attrib w_oe 0.2582821764780268
Attrib w_rankoe -0.07323686018515967
Attrib w_adjoe -1.8080299873612304
Attrib w_rankadjoe 0.07986704817537889
Attrib w_de 0.2193971085630996
Attrib w_rankde -0.2900861695345639
Attrib w_adjde 1.0162499419598872
Attrib w_rankadjde 0.19376307070242774
Attrib w_pythag 0.6338950284758282
Attrib w_rankpythag -0.17613888906144826
Attrib l_tempo -0.37732560158202005
Attrib l_ranktempo -0.12049587033454287
Attrib l_adjtempo 0.35035459401589647
Attrib l_rankadjtempo 0.1368412016439539
Attrib l_oe 0.9257686536876626
Attrib l_rankoe 0.42473082282974006
Attrib l_adjoe 0.2943945907520577
Attrib l_rankadjoe -0.060774122337117154
Attrib l_de -0.14634456771694576
Attrib l_rankde 0.1528331846678766
Attrib l_adjde -0.5682280601059476
Attrib l_rankadjde -0.012852711493001191
Attrib l_pythag -1.7236988547005954
Attrib l_rankpythag -1.5766625988787233
Sigmoid Node 25
Inputs Weights
Threshold -4.844419996304922
Attrib w_tempo -0.02587641745134734
Attrib w_ranktempo -0.09030112769539138
Attrib w_adjtempo 0.3876371573110647
Attrib w_rankadjtempo 0.31260830325113703
Attrib w_oe 0.6220698383191243
Attrib w_rankoe 0.1308322892876012
Attrib w_adjoe -1.6211670694853775
Attrib w_rankadjoe 0.019776426574421472
Attrib w_de 0.2563617687812823
Attrib w_rankde -0.3096974874588992
Attrib w_adjde 0.9147457149368752
Attrib w_rankadjde -0.027469008154457866
Attrib w_pythag -0.24846609341543818
Attrib w_rankpythag -0.5447525677025903
Attrib l_tempo -0.40159798315677087
Attrib l_ranktempo -0.2920938168582805
Attrib l_adjtempo 0.0321717563829868
Attrib l_rankadjtempo 0.1449390315261803
Attrib l_oe 1.0613082312851991
Attrib l_rankoe 0.564888845094267
Attrib l_adjoe 0.3105821633629053
Attrib l_rankadjoe -0.18293214097591529
Attrib l_de -0.1389198099991663
Attrib l_rankde 0.1496064517390594
Attrib l_adjde -0.8286561653954483
Attrib l_rankadjde 0.02591359551478871
Attrib l_pythag -1.6800565003997372
Attrib l_rankpythag -1.3505835386375848
Sigmoid Node 26
Inputs Weights
Threshold -5.644105220619925
Attrib w_tempo -2.703936505599812
Attrib w_ranktempo -0.974529824984774
Attrib w_adjtempo 1.0836457405992808
Attrib w_rankadjtempo 0.39355101152416455
Attrib w_oe -0.9229137922575098
Attrib w_rankoe -0.2560120576324838
Attrib w_adjoe 4.673276690588254
Attrib w_rankadjoe 1.5785674915955745
Attrib w_de -0.16258365103353117
Attrib w_rankde -0.004967034307317479
Attrib w_adjde -1.4903371466530326
Attrib w_rankadjde -0.7123148965934194
Attrib w_pythag -7.4136248207737525
Attrib w_rankpythag -4.090822767304171
Attrib l_tempo 0.5092218629687241
Attrib l_ranktempo 0.43952195247132153
Attrib l_adjtempo 0.05998248081385566
Attrib l_rankadjtempo -0.30782819017977536
Attrib l_oe -1.6807805014839952
Attrib l_rankoe -0.6505211924246348
Attrib l_adjoe 3.588739722037221
Attrib l_rankadjoe 0.24052814221346255
Attrib l_de -0.4988113193016572
Attrib l_rankde 0.03104767341232446
Attrib l_adjde -2.9074171547167804
Attrib l_rankadjde 0.8079360480816982
Attrib l_pythag 2.132220257653769
Attrib l_rankpythag 4.055036654214344
Sigmoid Node 27
Inputs Weights
Threshold -5.34162517006857
Attrib w_tempo 0.16071418243390195
Attrib w_ranktempo -0.4760841374816637
Attrib w_adjtempo -0.06785101885801946
Attrib w_rankadjtempo 0.3124624859774591
Attrib w_oe -0.33140560275077807
Attrib w_rankoe -0.1528825208231285
Attrib w_adjoe 0.9567190171178034
Attrib w_rankadjoe -0.5373409372154092
Attrib w_de 0.2911443402822311
Attrib w_rankde -0.32730695523870695
Attrib w_adjde -3.522962760527732
Attrib w_rankadjde 2.3763229094931333
Attrib w_pythag -5.182342287067736
Attrib w_rankpythag -3.429591607973631
Attrib l_tempo 0.8288956405336737
Attrib l_ranktempo 0.0363533569040352
Attrib l_adjtempo -0.927951669215692
Attrib l_rankadjtempo -0.3465170423648474
Attrib l_oe -0.6560966294039244
Attrib l_rankoe -1.1644678218575801
Attrib l_adjoe 3.3988494225265176
Attrib l_rankadjoe 0.6079063597528576
Attrib l_de 0.07288133615654514
Attrib l_rankde 0.2012328352834988
Attrib l_adjde -3.4249498770765343
Attrib l_rankadjde 0.27258179532556953
Attrib l_pythag -0.4961402299131516
Attrib l_rankpythag 2.171390113609947
Sigmoid Node 28
Inputs Weights
Threshold -4.678825866244149
Attrib w_tempo 0.04043496904305693
Attrib w_ranktempo 0.2819542526321294
Attrib w_adjtempo 0.34749643623726023
Attrib w_rankadjtempo -0.0326969006237876
Attrib w_oe 0.13668226183423926
Attrib w_rankoe -0.27196370093107886
Attrib w_adjoe -1.806621434893977
Attrib w_rankadjoe 0.2217047692552722
Attrib w_de 0.2531883856992636
Attrib w_rankde -0.27004771931540694
Attrib w_adjde 1.2400132336983833
Attrib w_rankadjde -0.02341915996019449
Attrib w_pythag 1.0771311537186725
Attrib w_rankpythag 0.28965105292900334
Attrib l_tempo -0.5573472756432184
Attrib l_ranktempo -0.12453245838439761
Attrib l_adjtempo 0.3483681655534594
Attrib l_rankadjtempo 0.03250521826649524
Attrib l_oe 0.8798083570759557
Attrib l_rankoe 0.4088148132001588
Attrib l_adjoe 0.2502261297193593
Attrib l_rankadjoe -0.04764724694458388
Attrib l_de -0.19082138941591575
Attrib l_rankde 0.13635844562817664
Attrib l_adjde -0.5154372431145257
Attrib l_rankadjde 0.059283358116943574
Attrib l_pythag -1.5129026547079958
Attrib l_rankpythag -1.472377629251967
Class
Input
Node 0
Time taken to build model: 503.54 seconds
=== Predictions on test split ===
inst#, actual, predicted, error
1 7 6.866 -0.134
2 15 9.341 -5.659
3 12 11.461 -0.539
4 13 8.95 -4.05
5 8 11.694 3.694
6 1 7.811 6.811
7 12 19.817 7.817
8 4 8.572 4.572
9 7 17.667 10.667
10 17 18.683 1.683
11 15 16.088 1.088
12 5 9.29 4.29
13 19 12.454 -6.546
14 29 12.141 -16.859
15 4 12.466 8.466
16 3 8.889 5.889
17 24 15.625 -8.375
18 2 10.445 8.445
19 20 18.879 -1.121
20 40 15.429 -24.571
21 9 20.016 11.016
22 14 12.142 -1.858
23 10 17.934 7.934
24 8 10.319 2.319
25 18 13.727 -4.273
26 11 17.405 6.405
27 7 11.487 4.487
28 5 9.806 4.806
29 7 -2.523 -9.523
30 2 9.859 7.859
31 2 3.64 1.64
32 5 9.716 4.716
33 19 11.92 -7.08
34 17 13.905 -3.095
35 11 20.904 9.904
36 27 19.027 -7.973
37 12 8.184 -3.816
38 2 6.375 4.375
39 16 8.694 -7.306
40 15 15.611 0.611
41 14 11.722 -2.278
42 7 9.737 2.737
43 19 8.939 -10.061
44 8 10.006 2.006
45 23 11.007 -11.993
46 30 8.251 -21.749
47 2 11.525 9.525
48 2 8.099 6.099
49 3 8.055 5.055
50 20 14.439 -5.561
51 17 11.682 -5.318
52 18 10.4 -7.6
53 6 11.902 5.902
54 10 9.893 -0.107
55 11 9.345 -1.655
56 17 9.75 -7.25
57 5 10.351 5.351
58 5 6.703 1.703
59 2 8.754 6.754
60 2 8.491 6.491
61 10 11.75 1.75
62 1 8.209 7.209
63 6 8.802 2.802
64 3 8.685 5.685
65 10 6.027 -3.973
66 1 8.806 7.806
67 6 9.225 3.225
=== Evaluation on test set ===
=== Summary ===
Correlation coefficient 0.4147
Mean absolute error 5.9688
Root mean squared error 7.4169
Relative absolute error 89.2593 %
Root relative squared error 90.7605 %
Total Number of Instances 67
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